Verification & Quality Assurance

Automate code quality verification, truth scoring, and rollback processes.

1|1|Updated Jan 6, 2026
One-click install
npx skills add https://github.com/Geralt1983/Thanos --skill verification-quality-assurance-geralt1983
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/Geralt1983/Thanos/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/Geralt1983/Thanos --skill verification-quality-assurance-geralt1983

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This skill addresses the critical need for maintaining high standards in code quality, ensuring accuracy in agent outputs, and providing a safety net against regressions through automated verification and rollback mechanisms.

Core Features & Use Cases

  • Truth Scoring: Provides real-time reliability metrics for code, agents, and tasks.
  • Automated Verification: Checks code for correctness, security, and best practices.
  • Automatic Rollback: Reverts changes that fail verification, ensuring codebase stability.
  • Use Case: A development team can use this skill to automatically verify every code commit. If a commit introduces a security vulnerability or significantly lowers the code quality score, the skill can automatically roll back the change and notify the developer, preventing the introduction of bugs into the main branch.

Quick Start

Run a verification check on the current directory to ensure code quality standards are met.

Frequently Asked Questions about Verification & Quality Assurance

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate code quality verification for every commit in CI/CD?

Automated code quality verification checks code for correctness, security, and best practices by enforcing configurable quality metrics with specific thresholds. It integrates directly into CI/CD pipelines to run real-time monitoring and generate detailed reports for continuous improvement.

How can I automatically rollback code changes that fail quality checks?

Automatic rollback reverts changes that fail verification, ensuring codebase stability. If a commit introduces a security vulnerability or significantly lowers the code quality score, the system automatically rolls back the change and notifies the developer to prevent regressions.

What is truth scoring and how does it measure agent output reliability?

Truth scoring provides real-time reliability metrics for code, agents, and tasks. It calculates a quality score based on automated verification checks to ensure accuracy in agent outputs and maintain high standards.

Can I configure custom quality thresholds for my codebase verification?

Yes, code quality verification enforces quality metrics with configurable thresholds. You can set specific limits for correctness, security, and best practices, triggering an automatic rollback if a commit significantly lowers the score.

Do I need any external dependencies to run code quality verification and rollback processes?

No external dependencies are required to run code quality verification and rollback processes. The skill operates independently using included scripts and references to automate truth scoring, CI/CD integration, and performance analysis.

Why does my code commit automatically roll back without a manual trigger?

An automated rollback occurs when a commit fails verification by introducing a security vulnerability or significantly lowering the code quality score. This safety mechanism prevents the introduction of bugs into the main branch, ensuring codebase stability.